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Desiderata for Explainable AI in statistical production systems of the
  European Central Bank
v1v2 (latest)

Desiderata for Explainable AI in statistical production systems of the European Central Bank

18 July 2021
Carlos Navarro
Georgios Kanellos
Thomas Gottron
ArXiv (abs)PDFHTML

Papers citing "Desiderata for Explainable AI in statistical production systems of the European Central Bank"

4 / 4 papers shown
Explainable Artificial Intelligence: Precepts, Methods, and
  Opportunities for Research in Construction
Explainable Artificial Intelligence: Precepts, Methods, and Opportunities for Research in ConstructionAdvanced Engineering Informatics (AEI), 2022
Peter E. D. Love
Weili Fang
J. Matthews
Stuart Porter
Hanbin Luo
L. Ding
XAI
282
10
0
12 Nov 2022
Introducing explainable supervised machine learning into interactive
  feedback loops for statistical production system
Introducing explainable supervised machine learning into interactive feedback loops for statistical production system
Carlos Mougan
G. Kanellos
Johannes Micheler
Jose Martinez
Thomas Gottron
189
2
0
07 Feb 2022
Fairness Implications of Encoding Protected Categorical Attributes
Fairness Implications of Encoding Protected Categorical AttributesAAAI/ACM Conference on AI, Ethics, and Society (AIES), 2022
Carlos Mougan
J. Álvarez
Salvatore Ruggieri
Steffen Staab
FaML
218
17
0
27 Jan 2022
"Why Should I Trust You?": Explaining the Predictions of Any Classifier
"Why Should I Trust You?": Explaining the Predictions of Any Classifier
Marco Tulio Ribeiro
Sameer Singh
Carlos Guestrin
FAttFaML
2.6K
20,717
0
16 Feb 2016
1
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